We identified a significant interaction term for GZMB and GZMH (FDR = 0.078 and FDR = 0.0973, respectively), which indicates that the levels of these two proteins increased up until conversion, and then decreased after the patients converted to secondary progressive multiple sclerosis (GZMB is shown in Fig. 4A). This evidence concerns the gene GZMB and secondary progressive multiple sclerosis.